3 papers
cs.CL2026
QUACK: Questioning, Understanding, and Auditing Communicated Knowledge in Multimodal Social Deduction Agents
Ye Yuan, Rui Song, Weien Li +12
Social deduction games have become a popular testbed for probing reasoning, deception, coordination, and belief modeling in Large Language Model (LLM) agents. However, most environ…
cs.LG2025
WebGames: Challenging General-Purpose Web-Browsing AI Agents
George Thomas, Alex J. Chan, Jikun Kang +5
We introduce WebGames, a comprehensive benchmark suite designed to evaluate general-purpose web-browsing AI agents through a collection of 50+ interactive challenges. These challen…
cs.CL2025
LM2: Large Memory Models
Jikun Kang, Wenqi Wu, Filippos Christianos +5
This paper introduces the Large Memory Model (LM2), a decoder-only Transformer architecture enhanced with an auxiliary memory module that aims to address the limitations of standar…